|Publication number||US6577953 B1|
|Application number||US 10/078,738|
|Publication date||Jun 10, 2003|
|Filing date||Feb 19, 2002|
|Priority date||Feb 19, 2002|
|Also published as||EP1478903A2, EP1478903A4, EP1478903B1, WO2003071692A2, WO2003071692A3|
|Publication number||078738, 10078738, US 6577953 B1, US 6577953B1, US-B1-6577953, US6577953 B1, US6577953B1|
|Inventors||Charles B. Swope, Daniel A. Tealdi, Patrick Douglas Koskan|
|Original Assignee||Motorola, Inc.|
|Export Citation||BiBTeX, EndNote, RefMan|
|Patent Citations (8), Referenced by (47), Classifications (5), Legal Events (5)|
|External Links: USPTO, USPTO Assignment, Espacenet|
REFERENCE TO RELATED APPLICATION
The present application is related to the following U.S. application commonly owned together with this application by Motorola, Inc.: Ser. No. 10/078,796, filed Feb. 19, 2002, titled “Method of Increasing Location Accuracy In An Inertial Navigational Device” by Swope, et al.
The present invention relates generally to a device for use with a portable inertial navigation system (PINS) and method for processing PINS signals.
A traditional inertial navigation system (“INS”) in its embodiment utilizes accelerometers, gyroscopes, and support electronics, such as a processor, in order to translate sensor data into motional changes. These changes are then translated to position based on an initial referenced position and the integration or differentiation of said motion. As time progresses, the errors associated with the accelerometers and gyroscopes increase to a point where the translation to position is outside of the required positional resolution, thus rendering the unit ineffective or lost.
In one INS embodiment, the INS device is updated manually by resetting the INS device using a known fixed position or by returning back to the original reference position. The user manually resets the INS unit and positional errors are cleared until said error occurs again requiring another reset.
In another embodiment the INS device is updating an alternate location-finding unit, such as a global positioning system (“GPS”). In this configuration, the attached GPS is providing data to a communication link sending back Latitude and Longitude information. The INS device is utilized when the GPS position is no longer available due to occulting of the satellites. The INS device is utilized to provide updates to the last known position and errors are accumulated at a rate of 2% to 5% of the distance traveled. The INS device is only used for updating the embedded GPS unit's location. Once a GPS signal is re-captured, the INS device is not used.
Traditionally, INS devices utilize output voltages representing the second derivative of position to integrate and determine relative changes in motion. These are applied to the last known position update and a new one is generated with some small error. As time progresses, the errors are accumulated and the computed position is no longer usable by the INS user. A known location or position is required in order to correct for the errors. Traditional systems utilize GPS, or cycle through a fixed reference point to correct those errors.
Thus, there exists a need for a system that reduces error accumulation and performs stand-alone tracking in areas where GPS (or other similar location technologies) can no longer provide location updates to the user or infrastructure.
A preferred embodiment of the invention is now described, by way of example only, with reference to the accompanying figures in which:
FIG. 1 illustrates a block diagram of the portable inertial navigation system (“PINS”) architecture in accordance with the preferred embodiment of the present invention;
FIG. 2 illustrates a block diagram of a PINS device in accordance with the preferred embodiment of the present invention;
FIG. 3 illustrates a block diagram of a host in accordance with the preferred embodiment of the present invention; and
FIG. 4 illustrates a software components diagram for the host process in accordance with the preferred embodiment of the present invention.
The present invention increases location accuracy in a Portable Inertial Navigation System (“PINS”). A PINS performs stand-alone tracking in areas where a Global Positioning System (“GPS”), or other similar location technologies, can no longer provide location updates to the user or infrastructure. Ideally, a user can carry a PINS device so that gestures (i.e., body movements) are translated into position or location. Preferably, PINS utilizes internal three-axis gyroscopes and accelerometers (and other technology) to capture the motion of the user and translates it into positional changes through algorithmic processing. The processing can occur in the PINS device, the host or base computer, or any combination of both. Thus, the present invention maintains a high level of positional accuracy for users as they traverse through areas where traditional radio frequency (“RF”) triangulation is not possible, such as an indoor structure, heavy foliage, urban canyons, etc.
In accordance with the present invention, the PINS technology is coupled with traditional communication devices (e.g., two-way radios) to provide a link to the host. The host then tracks the location of the PINS device by correlating motion history against a dimensional rendering of a structure or building. In order to accommodate this task, the following details the architectural designs for the two primary components in the PINS architecture: the PINS device 100 and the host 104; these two components are connected via an over-the-air radio channel 102 as illustrated in FIG. 1.
As illustrated in FIG. 2, the PINS device 100 is responsible for taking measurements of motion-related data (e.g., acceleration, rotation, direction), and translating this data into motion commands through sensor signal processing. The motion-related data is then transmitted to the host that identifies the location of the PINS device to those requiring resource tracking.
In the preferred embodiment, the PINS device 100, also referred to as an inertial measurement unit (“IMU”), receives an initialization function (e.g., GPS) to provide an initial position for the PINS device that allows it to utilize its relative metrics and convert them into an error correction (e.g., a location update). Although a GPS provides the initial location to the PINS device in the preferred embodiment, it is not necessary. Since PINS utilizes a communication infrastructure, a simple voice position update, or the like, will suffice as the initialization function.
The PINS device 100 consists of a host of sensors and required processing power to pre-process the raw data from the inertial sensors. There are several different sensors that can be used in an IMU. Theses sensors include, but are not limited to, accelerometers, gyroscopes, compass, pressure, and temperature.
The PINS device 100 is responsible for gathering the necessary data to determine location. Measuring the several degrees of freedom of an object to arrive to the desired location information usually does this. An object has six degrees of freedom in space; three of them determine the position, while the other three determine the altitude of the object. The three linear axes determine the position: x, y, and z; the three rotational axes determine the altitude: theta (pitch), psi (yaw), and phi (roll).
The PINS device 100 is responsible for measuring these variables that are necessary to track an object in three dimensions. These six axes are usually measured indirectly through their first or second moments. For example, theta, psi, and phi are derived through the measurement of their first moment or angular velocity rather than angular position; x, y, and z are usually measured through their second moment or linear acceleration rather than linear position. Thus, the PINS device 100 relies on the motion of the object in order to determine its position.
The PINS device 100 can be designed to output at least one type of data, such as sensor data, motion commands, position location, and/or the like. The radio channel 102 is responsible for sending the output data of the PINS device 100 over-the-air to the host 104, typically residing at the base or dispatcher station. This communication is bidirectional, meaning that not only is data for the PINS device 100 sent to the host 104, but the host 104 also must be able to send correction data/messages back to the PINS device 100 for error correction(s).
As illustrated in FIGS. 3 and 4, the host 104 is responsible for receiving the over-the-air data packets from the PINS device 100; this data is logged and formatted for processing by the host 104. The data collected can now be augmented with other location data, if available, such as RF triangulation 112 or a GPS fix 114, in order to get a better estimate of the actual location of the PINS user. The estimated location can be further corrected by using a verification process; this process may involve correlation with dimensional building structure information 106, reference gestures information 108, dispatcher update using voice query information with the user 110, and/or the like.
Once the data has been processed and the location correction coefficient is determined, it is sent back to the PINS device 100 via the radio channel 102 for error corrections and user visualization if applicable (such as a heads-up display). This data enables the PINS device 100 to correct itself to drift errors, and also serve as an indication to the user of where the host/system considers him to be. On the host side, the location management software handles the data and can keep track of the location of several different PINS devices. The host 104 is responsible for archiving, displaying, and distributing this location data back to the PINS device 100. Remote client units, using various wireless networks, can also receive the location data.
The following is a process operational flow of how a PINS device 100 could be used in the field. First, the PINS device 100 is initialized with a known reference location (such as that provided by a GPS, a voice command, or the like). Next, the PINS device 100 gathers sensor data and calculates motion commands and position location from the sensor data. The PINS device 100 sends the motion commands and position locations to the host 104. The host 104 uses the position location of the PINS device and further correlates the received location and received motion commands with other available non-location data (such as, but not limited to, verbal communication from the user, structural dimensions, reference gestures, sensor metrics, and/or the like) in order to enhance the resolution of the reported location by calculating any coefficients. In the preferred embodiment, once the coefficients are calculated, the host 104 sends the coefficients to the PINS device 100. Upon receipt, the PINS device 100 re-initializes its current location based on the processing of coefficients and further makes necessary modifications to the process of calculating subsequent motion commands and position locations.
It should be noted that in the preferred embodiment of the present invention, the PINS device 100 is updated such that no GPS or external fixed or manual reference is necessary at the PINS device to reduce or eliminate accumulated position errors. This is accomplished by the host 104 receiving or having access to information other than the data received from the PINS device 100, such as dimensions of the structure where the PINS device 100 is being used and/or reference gestures. The host 104 identifies key update locations that are unique enough for establishing a reference location (such as stairs, elevators, and hallways). As the PINS user moves, the updated motion commands provide the host 104 with a probable location of the user. Again, as time progresses, the PINS device 100 accumulates errors when gathering data and creating motion commands. The host 104, however, eventually will detect the occurrence of one of the reference locations and infer where the PINS user is located; once the error is detected and corrected, it is sent to the PINS device 100 for correction. Hence, the accuracy can be improved without any intervention from the user.
While the invention has been described in conjunction with specific embodiments thereof, additional advantages and modifications will readily occur to those skilled in the art. The invention, in its broader aspects, is therefore not limited to the specific details, representative apparatus, and illustrative examples shown and described. Various alterations, modifications and variations will be apparent to those skilled in the art in light of the foregoing description. Thus, it should be understood that the invention is not limited by the foregoing description, but embraces all such alterations, modifications and variations in accordance with the spirit and scope of the appended claims.
|Cited Patent||Filing date||Publication date||Applicant||Title|
|US3739383 *||Jun 5, 1969||Jun 12, 1973||Pechiney Progil Sa||Hybrid navigation system|
|US4442491 *||Jun 23, 1981||Apr 10, 1984||General Dynamics Corporation||Training evaluation process|
|US4939663 *||Apr 4, 1988||Jul 3, 1990||Harris Corporation||Elevation map-referenced mechanism for updating vehicle navigation system estimates|
|US5345241 *||Dec 7, 1992||Sep 6, 1994||Litton Systems, Inc.||Self-contained method for correction of an inertial system over a body of water|
|US5781156||Apr 23, 1997||Jul 14, 1998||Snaptrack, Inc.||GPS receiver and method for processing GPS signals|
|US6023986 *||Mar 23, 1998||Feb 15, 2000||Bj Services Company||Magnetic flux leakage inspection tool for pipelines|
|US6185505 *||Sep 4, 1998||Feb 6, 2001||Lockheed Martin Corporation||Broad ocean bathymetric fix|
|US6477465 *||Oct 31, 2000||Nov 5, 2002||American Gnc Corporation||Vehicle self-carried positioning method and system thereof|
|Citing Patent||Filing date||Publication date||Applicant||Title|
|US6754583 *||Mar 8, 2002||Jun 22, 2004||Qualcomm, Incorporated||Server-assisted position determination in a radio network|
|US7702624||Apr 19, 2005||Apr 20, 2010||Exbiblio, B.V.||Processing techniques for visual capture data from a rendered document|
|US7706611||Aug 23, 2005||Apr 27, 2010||Exbiblio B.V.||Method and system for character recognition|
|US7707039||Dec 3, 2004||Apr 27, 2010||Exbiblio B.V.||Automatic modification of web pages|
|US7742953||Jun 22, 2010||Exbiblio B.V.||Adding information or functionality to a rendered document via association with an electronic counterpart|
|US7812860||Oct 12, 2010||Exbiblio B.V.||Handheld device for capturing text from both a document printed on paper and a document displayed on a dynamic display device|
|US7818215||May 17, 2005||Oct 19, 2010||Exbiblio, B.V.||Processing techniques for text capture from a rendered document|
|US7831912||Nov 9, 2010||Exbiblio B. V.||Publishing techniques for adding value to a rendered document|
|US7990556||Feb 28, 2006||Aug 2, 2011||Google Inc.||Association of a portable scanner with input/output and storage devices|
|US8005720||Aug 23, 2011||Google Inc.||Applying scanned information to identify content|
|US8019648||Sep 13, 2011||Google Inc.||Search engines and systems with handheld document data capture devices|
|US8081849||Feb 6, 2007||Dec 20, 2011||Google Inc.||Portable scanning and memory device|
|US8179563||Sep 29, 2010||May 15, 2012||Google Inc.||Portable scanning device|
|US8214387||Jul 3, 2012||Google Inc.||Document enhancement system and method|
|US8261094||Aug 19, 2010||Sep 4, 2012||Google Inc.||Secure data gathering from rendered documents|
|US8346620||Jan 1, 2013||Google Inc.||Automatic modification of web pages|
|US8412093 *||Oct 22, 2008||Apr 2, 2013||Mediatek Inc.||Receiver applying channel selection filter for receiving satellite signal and receiving method thereof|
|US8418055||Apr 9, 2013||Google Inc.||Identifying a document by performing spectral analysis on the contents of the document|
|US8442331||Aug 18, 2009||May 14, 2013||Google Inc.||Capturing text from rendered documents using supplemental information|
|US8447066||Mar 12, 2010||May 21, 2013||Google Inc.||Performing actions based on capturing information from rendered documents, such as documents under copyright|
|US8489624||Jan 29, 2010||Jul 16, 2013||Google, Inc.||Processing techniques for text capture from a rendered document|
|US8505090||Feb 20, 2012||Aug 6, 2013||Google Inc.||Archive of text captures from rendered documents|
|US8515816||Apr 1, 2005||Aug 20, 2013||Google Inc.||Aggregate analysis of text captures performed by multiple users from rendered documents|
|US8600196||Jul 6, 2010||Dec 3, 2013||Google Inc.||Optical scanners, such as hand-held optical scanners|
|US8620083||Oct 5, 2011||Dec 31, 2013||Google Inc.||Method and system for character recognition|
|US8638363||Feb 18, 2010||Jan 28, 2014||Google Inc.||Automatically capturing information, such as capturing information using a document-aware device|
|US8713418||Apr 12, 2005||Apr 29, 2014||Google Inc.||Adding value to a rendered document|
|US8781228||Sep 13, 2012||Jul 15, 2014||Google Inc.||Triggering actions in response to optically or acoustically capturing keywords from a rendered document|
|US8799099||Sep 13, 2012||Aug 5, 2014||Google Inc.||Processing techniques for text capture from a rendered document|
|US8831365||Mar 11, 2013||Sep 9, 2014||Google Inc.||Capturing text from rendered documents using supplement information|
|US8874504||Mar 22, 2010||Oct 28, 2014||Google Inc.||Processing techniques for visual capture data from a rendered document|
|US8892495||Jan 8, 2013||Nov 18, 2014||Blanding Hovenweep, Llc||Adaptive pattern recognition based controller apparatus and method and human-interface therefore|
|US8953886||Aug 8, 2013||Feb 10, 2015||Google Inc.||Method and system for character recognition|
|US8990235||Mar 12, 2010||Mar 24, 2015||Google Inc.||Automatically providing content associated with captured information, such as information captured in real-time|
|US9008447||Apr 1, 2005||Apr 14, 2015||Google Inc.||Method and system for character recognition|
|US9030699||Aug 13, 2013||May 12, 2015||Google Inc.||Association of a portable scanner with input/output and storage devices|
|US9075779||Apr 22, 2013||Jul 7, 2015||Google Inc.||Performing actions based on capturing information from rendered documents, such as documents under copyright|
|US9081799||Dec 6, 2010||Jul 14, 2015||Google Inc.||Using gestalt information to identify locations in printed information|
|US9116890||Jun 11, 2014||Aug 25, 2015||Google Inc.||Triggering actions in response to optically or acoustically capturing keywords from a rendered document|
|US9143638||Apr 29, 2013||Sep 22, 2015||Google Inc.||Data capture from rendered documents using handheld device|
|US9268852||Sep 13, 2012||Feb 23, 2016||Google Inc.||Search engines and systems with handheld document data capture devices|
|US9275051||Nov 7, 2012||Mar 1, 2016||Google Inc.||Automatic modification of web pages|
|US9323784||Dec 9, 2010||Apr 26, 2016||Google Inc.||Image search using text-based elements within the contents of images|
|US20020173909 *||Mar 8, 2002||Nov 21, 2002||Verbil Christopher J.||Server-assisted position determination in a radio network|
|US20070156337 *||Feb 15, 2006||Jul 5, 2007||Mamdouh Yanni||Systems, methods and apparatuses for continuous in-vehicle and pedestrian navigation|
|US20100099351 *||Oct 22, 2008||Apr 22, 2010||Chieh-Chao Liu||Receiver applying channel selection filter for receiving satellite signal and receiving method thereof|
|CN100466857C||Feb 2, 2007||Mar 4, 2009||南京邮电大学||Network reprogramming method of wireless sensor network based on priority cluster|
|U.S. Classification||701/472, 701/501|
|Feb 19, 2002||AS||Assignment|
Owner name: MOTOROLA, INC., ILLINOIS
Free format text: ASSIGNMENT OF ASSIGNORS INTEREST;ASSIGNORS:SWOPE, CHARLES B.;TEALDI, DANIEL A.;KOSKAN, PATRICK DOUGLAS;REEL/FRAME:012617/0553
Effective date: 20020215
|Nov 16, 2006||FPAY||Fee payment|
Year of fee payment: 4
|Nov 22, 2010||FPAY||Fee payment|
Year of fee payment: 8
|Apr 6, 2011||AS||Assignment|
Owner name: MOTOROLA SOLUTIONS, INC., ILLINOIS
Free format text: CHANGE OF NAME;ASSIGNOR:MOTOROLA, INC;REEL/FRAME:026081/0001
Effective date: 20110104
|Nov 24, 2014||FPAY||Fee payment|
Year of fee payment: 12